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AI Viral Trends

作者 nicemaths123 · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install ai-viral-trends
功能描述
Detects real-time viral trends across platforms, scores momentum and longevity, then generates niche-specific scripts and produces ready-to-post videos with...
使用说明 (SKILL.md)

🔥 AI Viral Trend Hijacker — Detect Any Trend & Produce Content Before It Peaks


📋 ClawHub Info

Slug: ai-viral-trend-hijacker

Display Name: AI Viral Trend Hijacker — Detect Any Trend & Produce Content Before It Peaks

Changelog: v1.0.0 — Scrapes TikTok, Instagram, Reddit & Google Trends to detect viral trends in real-time, scores each trend by momentum & longevity, generates niche-specific content angles, writes scripts for 10 trend-hijack videos, and produces them instantly via InVideo AI. Be first. Every time. Powered by Apify + InVideo AI + Claude AI.

Tags: viral tiktok trending content-creation reels shorts apify invideo trend-hijacking faceless-channel growth-hacking social-media


Category: Content Creation / Social Media Growth
Powered by: Apify + InVideo AI + Claude AI

Input your niche. Get a real-time viral trend radar — the 10 trends exploding RIGHT NOW in your space, scored by momentum and longevity, with ready-to-film scripts AND produced videos. Stop reacting to trends 3 days late. Start publishing before anyone else.


💥 Why This Will Be The #1 Skill on ClawHub

The TikTok Trend Radar is already the top-viewed skill on the platform. This skill takes it 10x further — it doesn't just find trends, it hijacks them with produced, ready-to-post content in your specific niche.

Every creator, brand, agency and faceless channel operator needs this. Being first on a trend is the difference between 200 views and 2,000,000 views. Timing is everything.

Target audience: Content creators, faceless channel operators, social media managers, brands, marketing agencies, coaches, e-commerce sellers. Anyone who posts content and wants to go viral.

What gets automated:

  • 📡 Scan TikTok, Instagram Reels, YouTube Shorts, Reddit & Google Trends in real-time
  • 🔥 Score each trend by momentum (speed of growth) + longevity (days left at peak)
  • 🎯 Map trends to your specific niche — not generic trends, YOUR trends
  • 💡 Generate 10 content angles per trend — each one unique and non-obvious
  • ✍️ Write word-for-word video scripts with viral hooks
  • 🎬 Produce all 10 videos instantly via InVideo AI
  • 📅 Build 7-day posting calendar — which video to post when for max reach

🛠️ Tools Used

Tool Purpose
Apify — TikTok Scraper Real-time trending sounds, hashtags, viral videos
Apify — Instagram Scraper Reels trending in your niche — engagement velocity
Apify — YouTube Scraper YouTube Shorts trending topics + view/sub velocity
Apify — Reddit Scraper Rising posts in niche subreddits = content 24h before TikTok
Apify — Google Trends Scraper Search volume spikes — catch trends at day 1 not day 7
Apify — Twitter/X Scraper Viral conversations = trending content angles
InVideo AI Produce all 10 trend-hijack videos with voiceover & visuals
Claude AI Trend scoring, niche mapping, script writing, angle generation

⚙️ Full Workflow

INPUT: Your niche + platform + content style + posting frequency
        ↓
STEP 1 — Real-Time Trend Detection
  └─ TikTok: hashtags gaining 500%+ views in last 48 hours
  └─ Instagram: Reels with 10x avg engagement vs 7-day baseline
  └─ YouTube Shorts: topics with view velocity spikes
  └─ Reddit: posts hitting front page of niche subreddits
  └─ Google Trends: search terms spiking in last 24-72 hours
        ↓
STEP 2 — Trend Scoring (0–100 per trend)
  └─ Momentum score: how fast is it growing right now?
  └─ Longevity score: is it day 1, day 3, or already fading?
  └─ Niche relevance: how well does it fit YOUR audience?
  └─ Competition level: how saturated is it already?
  └─ Combined: HIJACK NOW / MOVE FAST / TOO LATE
        ↓
STEP 3 — Niche Angle Generation
  └─ 10 unique angles to cover this trend in YOUR niche
  └─ Each angle: different hook, different perspective, different CTA
  └─ Filter out obvious angles (your competitors will do those)
  └─ Prioritize: counterintuitive > obvious every time
        ↓
STEP 4 — Script Writing (10 scripts)
  └─ Hook: first 2 seconds must stop the scroll
  └─ Teach/entertain: the reason they keep watching
  └─ Pattern interrupt: the moment they can't look away
  └─ CTA: follow / share / comment — specific to the platform
  └─ Length: optimized per platform (TikTok 30s / Reels 15-30s / Shorts 45s)
        ↓
STEP 5 — InVideo AI Produces All 10 Videos
  └─ AI voiceover synced to visuals
  └─ Platform-optimized format (9:16 vertical)
  └─ Captions, trending sound suggestions, hashtag sets
  └─ Export: MP4 ready to post directly
        ↓
STEP 6 — 7-Day Posting Calendar
  └─ Best time to post per platform per day
  └─ Which video goes first (highest momentum trend = day 1)
  └─ Cross-posting strategy per piece of content
        ↓
OUTPUT: 10 trend reports + 10 scripts + 10 produced videos + 7-day calendar

📥 Inputs

{
  "creator": {
    "niche": "personal finance for millennials",
    "platforms": ["TikTok", "Instagram Reels"],
    "content_style": "educational, slightly edgy, no fluff",
    "posting_frequency": "daily",
    "audience": "25-35 year olds frustrated with traditional finance advice",
    "channel_size": "12,000 followers"
  },
  "trend_settings": {
    "lookback_hours": 48,
    "min_momentum_score": 70,
    "exclude_already_covered": true,
    "regions": ["United States", "United Kingdom"]
  },
  "production": {
    "invideo_api_key": "YOUR_INVIDEO_API_KEY",
    "video_style": "bold_text_educational",
    "voice": "energetic_male_en",
    "captions": true
  },
  "apify_token": "YOUR_APIFY_TOKEN"
}

📤 Output Example

{
  "trend_radar_summary": {
    "date": "2026-03-03",
    "trends_detected": 47,
    "hijack_now": 4,
    "move_fast": 6,
    "too_late": 37,
    "top_trend_momentum": "The '100 envelope challenge' for savings — +840% TikTok views in 48h"
  },
  "top_trends": [
    {
      "rank": 1,
      "trend_name": "Loud Budgeting 2.0",
      "trend_score": 96,
      "status": "🔥 HIJACK NOW — Day 1 momentum",
      "origin": "Reddit r/personalfinance → Twitter → now hitting TikTok",
      "momentum": "+1,240% mentions in 48 hours",
      "longevity_estimate": "5–8 days at peak before oversaturation",
      "what_it_is": "People openly sharing their exact salary, savings and debt numbers on social media as a reaction against financial shame culture",
      "why_it_works": "Vulnerability + taboo-breaking + relatability = perfect viral formula",
      "niche_relevance_score": 98,
      "competition_level": "Low — only 340 TikToks so far, most generic",
      "content_angles": [
        {
          "angle": 1,
          "hook": "I make $67,000 a year. Here's exactly where every dollar goes.",
          "why_this_works": "Specific number + transparency = instant curiosity and trust",
          "estimated_performance": "High — mirrors the trend perfectly but with personal finance education"
        },
        {
          "angle": 2,
          "hook": "The reason your parents never talked about money is costing you $340,000",
          "why_this_works": "Counterintuitive + loss framing + generational guilt = stop the scroll",
          "estimated_performance": "Very High — triggers emotional response immediately"
        },
        {
          "angle": 3,
          "hook": "Loud budgeting is going viral. Here's what nobody's telling you about it.",
          "why_this_works": "Trend reference + 'secret knowledge' angle = saves + shares",
          "estimated_performance": "High — positioned as expert analysis of the trend itself"
        }
      ],
      "scripts": [
        {
          "angle": 1,
          "platform": "TikTok",
          "duration": "30s",
          "script": "HOOK (0–2s): 'I make $67,000 a year. Here's exactly where every dollar goes.'\
\
BODY (2–22s): '$3,847 a month after tax. $1,200 rent. $340 car. $180 food. $95 subscriptions I'm embarrassed about. $420 into investments — non-negotiable. That leaves me $1,612 for everything else.\
\
That's it. No secret. No side hustle magic. Just knowing the numbers and making them work.\
\
Loud Budgeting isn't about bragging. It's about refusing to be ashamed of where you are — and being intentional about where you're going.'\
\
CTA (22–30s): 'Follow if you want real numbers, not fake inspiration. What does your breakdown look like? Drop it below.'",
          "hashtags": "#loudbugeting #personalfinance #budgeting101 #moneytok #financetok #millennialmoney",
          "trending_sound": "Use current trending sound in #financetok — check TikTok Creative Center for this week's top sound",
          "invideo_status": "produced",
          "file": "outputs/trend1_angle1_tiktok.mp4"
        },
        {
          "angle": 2,
          "platform": "Instagram Reels",
          "duration": "20s",
          "script": "HOOK: 'Your parents' silence about money is costing you $340,000.'\
\
BODY: 'Families that never discuss money raise kids with 0 financial literacy. Those kids avoid investing until 35 instead of 25. That 10-year delay on a $500/month investment at 8% return = $340,000 less at retirement.\
\
Loud Budgeting is the generation saying: we're breaking this cycle.'\
\
CTA: 'Save this. Share it with someone who needed to hear it.'",
          "hashtags": "#loudbugeting #financialindependence #moneyeducation #generationalwealth",
          "invideo_status": "produced",
          "file": "outputs/trend1_angle2_reels.mp4"
        }
      ]
    },
    {
      "rank": 2,
      "trend_name": "The $1,000/month Savings Sprint Challenge",
      "trend_score": 88,
      "status": "🔥 HIJACK NOW — Day 2",
      "origin": "Reddit r/frugal — now spreading to TikTok",
      "momentum": "+620% in 48h",
      "niche_relevance_score": 95,
      "competition_level": "Very Low — under 100 TikToks",
      "top_angle": "I tried saving $1,000 in 30 days on a normal salary. Day 1.",
      "series_potential": "30-day series = 30 videos = algorithm loves serialized content"
    },
    {
      "rank": 3,
      "trend_name": "AI replacing financial advisors",
      "trend_score": 82,
      "status": "⚡ MOVE FAST — Day 3",
      "origin": "Twitter/X business discourse",
      "top_angle": "I asked AI to manage my portfolio for 30 days. Here's what happened to my money."
    }
  ],
  "posting_calendar": {
    "day_1": { "video": "Loud Budgeting Angle 1", "platform": "TikTok", "best_time": "7pm EST", "reason": "Peak momentum — post at trend day 1" },
    "day_2": { "video": "Loud Budgeting Angle 2", "platform": "Instagram Reels", "best_time": "12pm EST" },
    "day_3": { "video": "$1K Savings Sprint Day 1", "platform": "TikTok", "best_time": "7pm EST", "reason": "Start series while trend is young" },
    "day_4": { "video": "Loud Budgeting Angle 3", "platform": "TikTok + Reels", "best_time": "6pm EST" },
    "day_5": { "video": "$1K Savings Sprint Day 2", "platform": "TikTok", "best_time": "7pm EST" },
    "day_6": { "video": "AI Financial Advisors", "platform": "TikTok", "best_time": "8pm EST" },
    "day_7": { "video": "Week recap + best performing repurposed for YouTube Shorts", "platform": "All", "best_time": "12pm EST" }
  },
  "videos_produced": {
    "total": 10,
    "platforms": ["TikTok", "Instagram Reels"],
    "total_estimated_reach": "200K–2M (depending on algorithm pick-up)",
    "files": "outputs/trend_hijack_batch_march03/"
  }
}

🧠 Claude AI Master Prompt

You are a world-class viral content strategist and social media growth expert.

TREND DATA:
{{tiktok_instagram_youtube_reddit_trends}}

GOOGLE TRENDS SPIKES:
{{google_trends_data}}

CREATOR PROFILE:
- Niche: {{niche}}
- Platforms: {{platforms}}
- Style: {{content_style}}
- Audience: {{audience}}
- Channel size: {{size}}

FOR EACH TREND GENERATE:
1. Trend score (0–100):
   - Momentum (35%): growth rate in last 48h
   - Longevity (25%): days estimated at peak
   - Niche relevance (25%): fit to creator's audience
   - Competition level (15%): inverse — lower = higher score

2. Status label:
   - 🔥 HIJACK NOW: day 1-2, momentum high, competition low
   - ⚡ MOVE FAST: day 2-4, still viable
   - ⚠️ FADING: day 5+, oversaturated — skip

3. 10 unique content angles:
   - Never pick the obvious angle — competitors will do that
   - Rank by estimated viral potential
   - Each angle: hook + why it works + estimated performance

4. Full scripts for top 3 angles:
   - Hook: MUST stop scroll in first 2 seconds
   - Body: teach or entertain — never both at the same time
   - Pattern interrupt: one unexpected moment mid-video
   - CTA: specific and low-friction
   - Platform-optimized length

5. 7-day posting calendar:
   - Match highest momentum trends to day 1
   - Identify series potential (30-day = algorithm gold)
   - Cross-posting recommendations

HOOK RULES:
- Specific numbers beat vague claims ("$67,000" > "good salary")
- Counterintuitive beats obvious ("why saving more hurts you")
- Unfinished loops beat complete statements ("Here's what nobody tells you about...")

OUTPUT: Valid JSON only. No markdown. No preamble.

💰 Cost Estimate

Run Apify Cost InVideo Cost Total Content Agency Price
Daily trend scan + 10 videos ~$0.60 ~$15 ~$15.60 $500–$2,000/day
Weekly (7 runs, 70 videos) ~$4.20 ~$105 ~$109 $3,500–$14,000
Monthly (300 videos) ~$18 ~$450 ~$468 $15,000–$60,000

💡 Start free on Apify — $5 credits included 🎬 Produce all your trend videos with InVideo AI


🔗 Revenue Opportunities

User How They Use It Revenue
Faceless Channel Operator 10 trend videos/day = algorithm domination $5K–$50K/month AdSense + brand deals
Social Media Agency Deliver trend content to 10 clients daily $1,000–$3,000/month per client
Brand / E-commerce Ride trends with product angles 10x organic reach vs static content
Content Creator Never run out of ideas, always on trend 10x follower growth rate
Coach / Consultant Trend-hijack for authority building Inbound leads from viral content

📊 Why This Beats Every Alternative

Feature TrendTok ($99/mo) Manual Monitoring AI Viral Trend Hijacker
Multi-platform trend detection Partial
Trend momentum scoring
Niche-specific angle generation
Word-for-word scripts
Videos produced instantly
7-day posting calendar
Monthly cost $99 Hours daily ~$468 for 300 videos

🚀 Setup in 3 Steps

Step 1 — Get your Apify API Token
Go to: Settings → Integrations → API Token

Step 2 — Get your InVideo AI account
Go to: Settings → API → Copy your key

Step 3 — Set your niche & run daily
Niche + platforms + style. 10 trend videos ready in minutes.


⚡ Pro Tips

  • Reddit is 24h ahead of TikTok — front page of niche subreddits = tomorrow's viral content today
  • Day 1 of a trend = 100x the reach of day 5 — run this skill daily, not weekly
  • Series content beats one-offs — a 30-day challenge = 30 videos + algorithm loves the cadence
  • Counterintuitive angle always wins — your competitors take the obvious, you take the unexpected
  • Post the same video on TikTok AND Reels AND Shorts — 3x the reach for 0 extra work

Powered by Apify + InVideo AI + Claude AI

安全使用建议
Do not install or hand over API keys until the skill's required credentials and runtime behavior are explicit. Questions to ask the publisher: Which exact environment variables or API tokens will the skill use (Apify, InVideo, Claude, Google, etc.)? Where is network traffic sent and stored? Will any third party receive your content or credentials? Prefer skills that list required env vars in the registry and have a verifiable homepage or source. If you try the skill, create least‑privilege API keys (scoped tokens, limited quotas) in a sandbox account and review logs/outputs before giving access to production accounts. Finally, consider legal/ToS risk of scraping each platform — automated scraping can violate platform policies.
功能分析
Type: OpenClaw Skill Name: ai-viral-trends Version: 1.0.0 The skill bundle defines a workflow for trend detection and video content creation using Apify and InVideo AI. While it requires sensitive inputs like API keys (apify_token, invideo_api_key) and contains affiliate links, the instructions in SKILL.md are consistent with its stated purpose of social media automation and do not exhibit signs of data exfiltration, malicious execution, or prompt injection intended to compromise the agent or user data.
能力评估
Purpose & Capability
The skill claims it will scrape TikTok, Instagram, YouTube, Reddit, Google Trends, and X and produce videos via InVideo AI, and it names Apify and Claude as core tools. That functionality legitimately requires network access and API credentials (Apify token, InVideo API key, Claude/OpenAI key or equivalent). The registry metadata lists no required environment variables or credentials — this is incoherent and disproportionate to the claimed capabilities.
Instruction Scope
The SKILL.md explicitly instructs real‑time scraping of many external platforms and production via third‑party services, and the truncated input JSON shown includes fields like invideo_api_key and apify_token. The instructions therefore go well beyond simple local operations: they instruct the agent to call external scrapers and services, aggregate trending data, and push content to InVideo. The doc does not document what exact credentials/permissions are needed, how data is stored/transmitted, or any limits/safety/ToS considerations — granting broad discretion to collect data from many sources is a scope and privacy concern.
Install Mechanism
This is an instruction‑only skill with no install spec and no code files, so nothing is written to disk by an installer. That minimizes installation-time risk. However, because runtime behavior relies on network calls to third-party services, runtime network risk remains (but that is not an installer problem).
Credentials
The SKILL.md and example inputs reference API keys (e.g., invideo_api_key, apify_token, and likely a Claude key), but the registry metadata declares no required env vars or primary credential. Requesting multiple third‑party credentials is reasonable for the described functionality, but not declaring them is inconsistent and hides what secrets the skill will need. The skill also includes affiliate‑style links in the tool list, which could indicate undisclosed commercial tracking or referral behavior.
Persistence & Privilege
The skill is not marked always:true and requests no config paths; it does not appear to request permanent platform presence. Model invocation is allowed (normal and expected). Note: autonomous invocation combined with broad network access would increase blast radius — here, that combination is present (autonomy + external API usage), so users should be cautious.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install ai-viral-trends
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /ai-viral-trends 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release — Instantly detect and hijack viral trends with ready-to-post AI content. - Monitors TikTok, Instagram, YouTube Shorts, Reddit, and Google Trends in real time to spot exploding trends in your niche. - Scores each trend by momentum and longevity, identifying which ones to hijack now versus later. - Generates 10 unique, non-obvious content angles per trend with full video scripts tailored to your audience and platform. - Instantly produces all 10 trend-hijack videos using InVideo AI and provides a 7-day optimized posting calendar. - Designed for creators, brands, agencies, and faceless channels aiming to go viral by being first on every trend.
元数据
Slug ai-viral-trends
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

AI Viral Trends 是什么?

Detects real-time viral trends across platforms, scores momentum and longevity, then generates niche-specific scripts and produces ready-to-post videos with... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 98 次。

如何安装 AI Viral Trends?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-viral-trends」即可一键安装,无需额外配置。

AI Viral Trends 是免费的吗?

是的,AI Viral Trends 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

AI Viral Trends 支持哪些平台?

AI Viral Trends 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 AI Viral Trends?

由 nicemaths123(@nicemaths123)开发并维护,当前版本 v1.0.0。

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